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A general kernel boosting framework integrating pathways for predictive modeling based on genomic data

Aug 26, 2020
Li Zeng, Zhaolong Yu, Yiliang Zhang, Hongyu Zhao

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A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis

Jul 18, 2020
Zhongruo Wang, Bingyuan Liu, Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hongyu Zhao

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BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates

Jun 26, 2020
Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi, Hongyu Zhao, Donald K. K. Lee

* 10 pages, 3 figures, 5 tables 

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A pathway-based kernel boosting method for sample classification using genomic data

Mar 11, 2018
Li Zeng, Zhaolong Yu, Hongyu Zhao

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Posterior Contraction Rates of the Phylogenetic Indian Buffet Processes

May 19, 2015
Mengjie Chen, Chao Gao, Hongyu Zhao

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Low-Rank Modeling and Its Applications in Image Analysis

Oct 23, 2014
Xiaowei Zhou, Can Yang, Hongyu Zhao, Weichuan Yu

* To appear in ACM Computing Surveys 

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